###### Question 17072 – Artificial-Intelligence
November 20, 2023
###### Question 9061 – Computer-Networks
November 20, 2023
###### Question 17072 – Artificial-Intelligence
November 20, 2023
###### Question 9061 – Computer-Networks
November 20, 2023

Given below are two statements:
If two variables V1and V2 are used for clustering, then consider the following statements for k means clustering with k=3:-
Statement I: If V1and V2 have correlation of 1 the cluster centroid will be in straight line.
Statement II: If V1and V2 have correlation of 0 the cluster centroid will be in straight line.
In the light of the above statements, choose the correct answer from the options given below

Question 18 Explanation:
If the correlation between the variables V1 and V2 is 1, then all the data points will be in a straight line. So, all the three cluster centroids will form a straight line as well.
Both Statement I and Statement II are true
Both Statement I and Statement II are false
Statement I is correct but Statement II is false
Statement I is incorrect but Statement II is true